Signal Verified reductions are dated to become standard metrics by 2030 and sufficiency structural after that
Summary
NTT DATA provides a four-stage timeline for the sufficiency macrotrend. From 2024 to 2026, ESG data systems, traceability platforms and lifecycle intelligence are expected to spread rapidly, driven by regulation. Between 2026 and 2028, operational sufficiency scales through circular design, resource-aware processes and optimisation with digital twins. From 2028 to 2030, verified cuts in energy, materials and emissions become standard measures of performance. After 2030, the report expects sufficiency to become a structural operating model that guides investment, innovation and long-term resilience. The sequence moves sufficiency from compliance data toward a core principle of how organisations are run.
Classification
Evidence 1
- Technology Foresight 2026: Sustaining growth in the era of mass intelligence NTT DATA page=63;section=6 From illusory efficiency to sufficiency / Signals and ecosystem: Adoption curve insights 2026-03 accessed 2026-07-26
Part of trends 1
Directly linked issues 0
No objects.
Relation types: supports
Public id: fm-803fa67f13eb
